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A framework for sharing of clinical and genetic data for precision medicine applications2024 Nature Medicine article Computer Science Blockchain Technology Applications and Security Open access
Ulugbek K. Baymuradov, Ernest Fraenkel, Lyle W. Ostrow, Andrea Malaspina, Pietro Fratta, Jennifer E. Phillips‐Cremins
37citations -
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery2025 Artificial Intelligence in Medicine article Computer Science Data Mining Algorithms and Applications Open access
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, José M. Juárez, Matthijs van Leeuwen, Manuel Campos
0citations -
A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history2022 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Marc P. Maurits, Ilya Korsunsky, Soumya Raychaudhuri, Shawn N. Murphy, Jordan W. Smoller, Scott T. Weiss, +8 more
13citations -
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types
Chiara Maria Lavinia Loeffler, Nadine Therese Gaisa, Hannah Sophie Muti, Marko van Treeck, Amelie Echle, Narmin Ghaffari Laleh, +5 more
26citations -
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Julien Caldéraro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maillé, Loëtitia Favre, Anaïs Pujals, +79 more
85citations -
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys Itzell Carrero, Tobias Seibel, Marko van Treeck, +10 more
22citations -
Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study2024 Journal of Medical Internet Research article Computer Science Face recognition and analysis Open access
Alisa Maria Vittoria Reiter, Jean Tori Pantel, Magdalena Danyel, Denise Horn, Claus‐Eric Ott, Martin A. Mensah
18citations
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